Deep learning for automated cerebral aneurysm detection on computed tomography images

被引:0
作者
Xilei Dai
Lixiang Huang
Yi Qian
Shuang Xia
Winston Chong
Junjie Liu
Antonio Di Ieva
Xiaoxi Hou
Chubin Ou
机构
[1] Macquarie University,Faculty of Medicine and Health
[2] Tianjin University,Tianjin Key Lab of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering
[3] Tianjin First Central Hospital,Department of Radiology
[4] Monash University,Monash Imaging and Department of Surgery, Faculty of Medicine, Nursing and Health Sciences
[5] Macquarie University,Neurosurgery Unit, Department of Clinical Medicine, Faculty of Medicine and Health Sciences
[6] Macquarie University,Computational NeuroSurgery (CNS) Lab
来源
International Journal of Computer Assisted Radiology and Surgery | 2020年 / 15卷
关键词
Deep learning; Aneurysm detection; CTA; CNN;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:715 / 723
页数:8
相关论文
共 174 条
[1]  
Vlak MH(2011)Prevalence of unruptured intracranial aneurysms, with emphasis on sex, age, comorbidity, country, and time period: a systematic review and meta-analysis Lancet Neurol 10 626-636
[2]  
Algra A(2015)Unruptured cerebral aneurysms: evaluation and management Sci World J 2015 1-11
[3]  
Brandenburg R(2007)Subarachnoid haemorrhage Lancet 369 306-318
[4]  
Rinkel GJ(2019)Worldwide incidence of aneurysmal subarachnoid hemorrhage according to region, time period, blood pressure, and smoking prevalence in the population: a systematic review and meta-analysis JAMA Neurol 76 588-597
[5]  
Ajiboye N(1999)Application of three-dimensional CT angiography (3D-CTA) to cerebral aneurysms Surg Neurol 52 113-122
[6]  
Chalouhi N(2005)Spiral CT angiography in diagnosis of cerebral aneurysms of cases with acute subarachnoid hemorrhage Diagn Interv Radiol 11 77-145
[7]  
Starke RM(2011)Intracranial aneurysms in patients with subarachnoid hemorrhage: CT angiography as a primary examination tool for diagnosis—systematic review and meta-analysis Radiology 258 134-1043
[8]  
Zanaty M(2016)Computer-assisted detection of cerebral aneurysms in MR angiography in a routine image-reading environment: effects on diagnosis by radiologists Am J Neuroradiol 37 1038-159
[9]  
Bell R(2010)Automated detection of intracranial aneurysms based on parent vessel 3D analysis Med Image Anal 14 149-1104
[10]  
Van Gijn J(2004)Automated computerized scheme for detection of unruptured intracranial aneurysms in three-dimensional magnetic resonance angiography Acad Radiol 11 1093-95